Hybrid semi‐parametric modeling in separation processes: a review
Published in Chemie Ingenieur Technik, 2020
Recommended citation: McBride, K., Sanchez Medina, E.I. and Sundmacher, K., 2020. Hybrid semi‐parametric modeling in separation processes: a review. Chemie Ingenieur Technik, 92(7), pp.842-855. https://doi.org/10.1002/cite.202000025
Here, we review some of the weaknesses in the current knowledge in separations design, simulation, optimization, and operation, and presents many examples where data‐driven and hybrid models have been used to facilitate these tasks.